1/21/2024 0 Comments Google weatherIncludes up to 14-days of hourly forecast information, warnings, maps, and the latest editorial analysis and videos from the BBC. Google's machine learning method contrasts with conventional numerical weather prediction methods that rely on supercomputers to process equations based on atmospheric physics, consuming significantly more time and energy. Latest weather conditions and forecasts for the UK and the world. It processes the current and six-hour-old global atmospheric states, generating a 10-day forecast in about a minute on a Google TPU v4 cloud computer. GraphCast utilizes what researchers call a "graph neural network" machine-learning architecture, trained on over four decades of ECMWF's historical weather data. ESC BARNEY GOOGLE AND SPARK PLUG BARNEY GOOGLE AND SPARK PLUG AND SPARK PLUG. Showers and thundershowers this evening, then cloudy with rain likely overnight. Matthew Chantry, machine-learning coordinator at ECMWF, acknowledged the rapid progress in an interview with the Financial Times, saying that an AI system in meteorology had progressed "far sooner and more impressively than we expected even two years ago." This marks a notable advancement in speed and accuracy for AI in meteorology. Further Reading Trying to make sense of why Otis exploded en route to Acapulco this weekĪnd GraphCast does all this quickly: "It predicts hundreds of weather variables, over 10 days at 0.25° resolution globally, in under one minute," write the authors in the paper "Learning skillful medium-range global weather forecasting."
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